https://faresgr.github.ioAI engineer and researcher working on uncertainty, evaluation and trustworthy machine learning.https://faresgr.github.io/blog/2026/how-many-labels-is-a-description-worth/https://faresgr.github.io/blog/2026/how-many-labels-is-a-description-worth/Mon, 28 Sep 2026 00:30:00 +0200Following Jev’s announcement, I compared task descriptions with labeled training data on three datasets. Competitive on topics and intents, far behind on emotions: what the results say about confidence.